이화여자대학교

Kim, Myeong Gyu Associate Professor

Pharmaceutical Sciences / Industrial Pharmaceutical Science / Division of Pharmacy

김명규 프로필 사진
Professor Myeong Gyu Kim is a faculty member in the College of Pharmacy, specializing in clinical pharmacy. He received his Ph.D. from the College of Pharmacy at Seoul National University. His research focuses on promoting the effective and safe use of medications, with an emphasis on data-driven approaches that support clinical decision-making in real-world healthcare settings.
In particular, he leverages big data analytics, machine learning, and large language models (LLMs) to conduct in-depth evaluations of drug efficacy and safety, aiming to expand their clinical applicability.
Building on this interdisciplinary expertise, he has published over 70 papers in SCI-indexed international journals and continues to make significant contributions to the field of data-driven clinical pharmacy.
  • sdg03
Research Record
  • [학술지논문] Prediction of infliximab and anti-drug antibody concentrations in patients with inflammatory bowel disease using machine learning models with real-world data from a prospective cohort study FRONTIERS IN PHARMACOLOGY, 2026, v.17 no.. , 1731193-.
    SCIE
  • [학술지논문] Machine Learning for Predicting Human Drug-Induced Cardiotoxicity: A Scoping Review TOXICS, 2025, v.13 no.12 , 1087-1087
    SCIE
  • [학술지논문] Population Pharmacokinetic Model for the Use of Intravenous or Subcutaneous Infliximab in Patients with Inflammatory Bowel Disease: Real-World Data from a Prospective Cohort Study GUT AND LIVER, 2025, v.19 no.3 , 376-387
    SCIE
  • [학술지논문] Transformer-based models for ADR detection: cross-drug validation and benchmarking against large language models THERAPEUTIC ADVANCES IN DRUG SAFETY, 2025, v.16 no.- , 204209-204209
    SCIE
  • [학술지논문] Integration of the Natural Language Processing of Structural Information Simplified Molecular-Input Line-Entry System Can Improve the In Vitro Prediction of Human Skin Sensitizers Toxics, 2024, v.12 no.2 , 1-1
    SCIE
  • [학술지논문] Prediction of human pharmacokinetic parameters incorporating SMILES information ARCHIVES OF PHARMACAL RESEARCH, 2024, v.47 no.12 , 914-923
    SCIE
Courses
  • 2026-1st

    • Community Pharmacy Practice

      • Subject No 37148Class No 01
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 02
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 03
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 04
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 05
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Drug Information 강의 계획서 상세보기

      • Subject No 38924Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Tue 3~3 (HAK108)
    • Pharmacists and Society 강의 계획서 상세보기

      • Subject No 38933Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Thu 5~5 (PHM-A404)
    • Drug Literature Evaluation and Clinical Research Design 강의 계획서 상세보기

      • Subject No 38971Class No 01
      • 4Year ( 1.5Credit , 1.5Hour) Tue 4~4 (PHM-A400)
    • Honors Research Ⅰ

    • Pharmacotherapeutic Ⅰ 강의 계획서 상세보기

      • Subject No 38991Class No 01
      • 5Year ( 3Credit , 3Hour) Mon 2~2 (PHM-A104) , Thu 2~2 (PHM-A404)
      • Major Requisite
    • Pharmacotherapeutic Ⅰ 강의 계획서 상세보기

      • Subject No 38991Class No 02
      • 5Year ( 3Credit , 3Hour) Wed 3~3 (POSCO362) , Thu 6~6 (PHM-A104)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39014Class No 01
      • 5Year ( 3Credit , 4.5Hour) Tue 5~10 (PHM-A214)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39014Class No 02
      • 5Year ( 3Credit , 4.5Hour) Mon 5~10 (PHM-A214)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39014Class No 03
      • 5Year ( 3Credit , 4.5Hour) Wed 5~10 (PHM-A214)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39014Class No 04
      • 5Year ( 3Credit , 4.5Hour) Mon 5~10 (PHM-A214)
      • Major Requisite
    • Honors Research Ⅱ

    • Drug Information 강의 계획서 상세보기

      • Subject No 39031Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Tue 3~3 (HAK108)
    • Pharmacists and Society 강의 계획서 상세보기

      • Subject No 39038Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Thu 5~5 (PHM-A404)
    • Introduction to Pharmaceutical Research

      • Subject No 39045Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Thu 6~6 (PHM-A400)
    • Drug Literature Evaluation and Clinical Research Design 강의 계획서 상세보기

      • Subject No 39076Class No 01
      • 4Year ( 1.5Credit , 1.5Hour) Tue 4~4 (PHM-A400)
    • Honors Research Ⅰ

    • Pharmacotherapeutics Ⅰ 강의 계획서 상세보기

      • Subject No 39096Class No 01
      • 5Year ( 3Credit , 3Hour) Mon 2~2 (PHM-A104) , Thu 2~2 (PHM-A404)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39119Class No 01
      • 5Year ( 3Credit , 4.5Hour) Tue 5~10 (PHM-A214)
      • Major Requisite
    • Essential Pharmacy Practice Experiences 강의 계획서 상세보기

      • Subject No 39119Class No 02
      • 5Year ( 3Credit , 4.5Hour) Wed 5~10 (PHM-A214)
      • Major Requisite
    • Global Health & Pharmaceuticals

      • Subject No 39246Class No 01
      • 3Year ( 1.5Credit , 1.5Hour) Mon 6~6 (PHM-A400)
    • Pharmacotherapy in Cardiovascular & Respiratory Disorders

    • Drug Information & Drug Literature Evaluation 강의 계획서 상세보기

      • Subject No AP548Class No 01
      • Year ( 3Credit , 3Hour)
    • Clinical Pharmacokinetics/Clinical Pharmacogenomics

    • Evaluation of medical information and literature 강의 계획서 상세보기

      • Subject No AR688Class No 01
      • Year ( 3Credit , 3Hour)
  • 2025-2nd

    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 01
      • 5Year ( 1.5Credit , 3Hour) Wed 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 02
      • 5Year ( 1.5Credit , 3Hour) Mon 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 03
      • 5Year ( 1.5Credit , 3Hour) Tue 6~9 (PHM-A214)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 01
      • 5Year ( 3Credit , 3Hour) Wed 4~4 (PHM-A100-1) , Fri 3~3 (PHM-A100-1)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 02
      • 5Year ( 3Credit , 3Hour) Mon 5~5 (POSCO359) , Fri 2~2 (PHM-A100-1)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 03
      • 5Year ( 3Credit , 3Hour) Tue 4~4 (PHM-A104) , Fri 5~5 (PHM-A100-1)
      • Major Requisite
    • Advanced Pharmacy Practice and Research I

      • Subject No 37154Class No 01
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research I

      • Subject No 37154Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅱ

      • Subject No 37155Class No 01
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅱ

      • Subject No 37155Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅲ

      • Subject No 37156Class No 01
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅲ

      • Subject No 37156Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Pharmacokinetics 강의 계획서 상세보기

      • Subject No 38959Class No 01
      • 3Year ( 3Credit , 3Hour)
    • Pharmacokinetics 강의 계획서 상세보기

      • Subject No 39064Class No 01
      • 3Year ( 3Credit , 3Hour)
    • Pharmacotherapy in oncologic immunologic disorders 강의 계획서 상세보기

      • Subject No AP544Class No 01
      • Year ( 3Credit , 3Hour)
    • Computer-Based Technologies for Drug Development and Evaluation 강의 계획서 상세보기

      • Subject No AR700Class No 01
      • Year ( 3Credit , 3Hour)
    • Pharmacotherapy in oncologic immunologic disorders 강의 계획서 상세보기

      • Subject No CP544Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (PHM-A-204)
  • 2025-1st

    • Clinical Pharmacokinetics 강의 계획서 상세보기

      • Subject No 37133Class No 01
      • 5Year ( 1.5Credit , 1.5Hour) Fri 2~2 (PHM-A404)
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 01
      • 5Year ( 3Credit , 3Hour) Mon 5~5 (POSCO462) , Wed 5~5 (PHM-A404)
      • Major Requisite
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 02
      • 5Year ( 3Credit , 3Hour) Mon 3~3 (PHM-A100-1) , Thu 2~2 (PHM-A404)
      • Major Requisite
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 03
      • 5Year ( 3Credit , 3Hour) Tue 5~5 (PHM-A404) , Thu 5~5 (POSCO551)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 01
      • 5Year ( 1.5Credit , 3Hour) Wed 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 02
      • 5Year ( 1.5Credit , 3Hour) Mon 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 03
      • 5Year ( 1.5Credit , 3Hour) Tue 6~9 (PHM-A214)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 01
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 02
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 03
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 04
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 05
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Honors research

    • Drug Information 강의 계획서 상세보기

      • Subject No 38924Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Fri 3~3 (PHM-A404)
    • Pharmacists and Society 강의 계획서 상세보기

      • Subject No 38933Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Tue 4~4 (HAK251)
    • Drug Information 강의 계획서 상세보기

      • Subject No 39031Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Fri 3~3 (PHM-A404)
    • Pharmacists and Society 강의 계획서 상세보기

      • Subject No 39038Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Tue 4~4 (HAK251)
    • Introduction to Pharmaceutical Research

      • Subject No 39045Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Thu 6~6 (PHM-A104)
    • Clinical Data Analysis and Applications 강의 계획서 상세보기

      • Subject No G18092Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (PHM-A204)
    • Pharmacotherapy in pediatrics, and parenteral & enteral nutrition 강의 계획서 상세보기

      • Subject No AP647Class No 01
      • Year ( 3Credit , 3Hour)
    • Clinical Data Analysis and Application 강의 계획서 상세보기

      • Subject No AR692Class No 01
      • Year ( 3Credit , 3Hour)
    • Pharmacotherapy in pediatrics, and parenteral & enteral nutrition 강의 계획서 상세보기

      • Subject No CP647Class No 01
      • Year ( 3Credit , 3Hour) Thu 8~9 (HAK-504)
  • 2024-2nd

    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 01
      • 5Year ( 1.5Credit , 3Hour) Tue 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 02
      • 5Year ( 1.5Credit , 3Hour) Wed 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 03
      • 5Year ( 1.5Credit , 3Hour) Mon 6~9 (PHM-A214)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 01
      • 5Year ( 3Credit , 3Hour) Tue 4~4 (PHM-A404) , Fri 3~3 (POSCO462)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 02
      • 5Year ( 3Credit , 3Hour) Tue 5~5 (PHM-A100-1) , Thu 6~6 (PHM-A100-1)
      • Major Requisite
    • Pharmacotherapeutics IV 강의 계획서 상세보기

      • Subject No 37144Class No 03
      • 5Year ( 3Credit , 3Hour) Wed 5~5 (PHM-A104) , Fri 5~5 (PHM-A400)
      • Major Requisite
    • Advanced Pharmacy Practice and Research I

      • Subject No 37154Class No 02
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research I

      • Subject No 37154Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅱ

      • Subject No 37155Class No 02
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅱ

      • Subject No 37155Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅲ

      • Subject No 37156Class No 02
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Advanced Pharmacy Practice and Research Ⅲ

      • Subject No 37156Class No 03
      • 6Year ( 4Credit , 200Hour)
      • Major Requisite
    • Honors research

    • Pharmacokinetics 강의 계획서 상세보기

      • Subject No 38959Class No 01
      • 3Year ( 3Credit , 3Hour)
    • Pharmacokinetics 강의 계획서 상세보기

      • Subject No 39064Class No 01
      • 3Year ( 3Credit , 3Hour)
    • Pharmaceutical Care in Geriatric and Oncologic Disorders 강의 계획서 상세보기

      • Subject No G16890Class No 01
      • Year ( 3Credit , 3Hour) Mon 3~4 (PHM-)
    • Pharmacotherapy in Fluid-Electrolytes, Nephrology & Nutritional Disorders 강의 계획서 상세보기

      • Subject No AP526Class No 01
      • Year ( 3Credit , 3Hour)
    • Systematic review and meta-analysis 강의 계획서 상세보기

      • Subject No BR696Class No 01
      • Year ( 3Credit , 3Hour) Thu 8~9 (HAK-504)
    • Pharmacotherapy in Fluid-Electrolytes, Nephrology & Nutritional Disorders 강의 계획서 상세보기

      • Subject No CP526Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (HAK-504)
  • 2024-1st

    • Clinical Pharmacokinetics 강의 계획서 상세보기

      • Subject No 37133Class No 01
      • 5Year ( 1.5Credit , 1.5Hour) Fri 2~2 (PHM-A404)
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 01
      • 5Year ( 3Credit , 3Hour) Mon 5~5 (PHM-A104) , Wed 5~5 (PHM-A404)
      • Major Requisite,Language Changed
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 02
      • 5Year ( 3Credit , 3Hour) Mon 3~3 (PHM-A100-1) , Thu 3~3 (PHM-A404)
      • Major Requisite,Language Changed
    • Pharmacotherapeutics Ⅱ 강의 계획서 상세보기

      • Subject No 37135Class No 03
      • 5Year ( 3Credit , 3Hour) Tue 3~3 (POSCO552) , Thu 5~5 (PHM-A100-1)
      • Major Requisite,Language Changed
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 01
      • 5Year ( 1.5Credit , 3Hour) Wed 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 02
      • 5Year ( 1.5Credit , 3Hour) Mon 6~9 (PHM-A214)
      • Major Requisite
    • Pharmaceutical Experiment Laboratory VI 강의 계획서 상세보기

      • Subject No 37138Class No 03
      • 5Year ( 1.5Credit , 3Hour) Tue 6~9 (PHM-A214)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 01
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 02
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 03
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 04
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 05
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Community Pharmacy Practice

      • Subject No 37148Class No 06
      • 6Year ( 3Credit , 200Hour)
      • Major Requisite
    • Drug Information 강의 계획서 상세보기

      • Subject No 38924Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Tue 5~5 (PHM-A404)
    • Drug Information 강의 계획서 상세보기

      • Subject No 39031Class No 01
      • 1Year ( 1.5Credit , 1.5Hour) Tue 5~5 (PHM-A404)
    • Introduction to Pharmaceutical Research

      • Subject No 39045Class No 01
      • 2Year ( 1.5Credit , 1.5Hour) Thu 6~6 (PHM-A100-1)
    • Clinical Data Analysis and Applications 강의 계획서 상세보기

      • Subject No G18092Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (PHM-)
    • Clinical Pharmacokinetics/Clinical Pharmacogenomics

    • Evaluation of medical information and literature 강의 계획서 상세보기

      • Subject No BR688Class No 01
      • Year ( 3Credit , 3Hour) Tue 8~9 (POSCO-451)
    • Drug Information & Drug Literature Evaluation 강의 계획서 상세보기

      • Subject No CP548Class No 01
      • Year ( 3Credit , 3Hour) Tue 8~9 (POSCO-451)
    • Clinical Pharmacokinetics/Clinical Pharmacogenomics 강의 계획서 상세보기

      • Subject No CP650Class No 01
      • Year ( 3Credit , 3Hour) Wed 8~9 (POSCO-451)
  • 2023-2nd

  • 2023-1st